Efficient Algorithms for Regularized Nonnegative Scale-invariant Low-rank Approximation Models

Jeremy E. Cohen, Valentin Leplat

Regularized nonnegative low-rank approximations, such as sparse Nonnegative Matrix Factorization or sparse Nonnegative Tucker Decomposition, form an important branch of dimensional…